Write the problem hypothesis
For [owner], the agent takes or proposes [action] without enough [visibility, approval or control], creating [risk].
You can name one user, one situation and one measurable consequence without proposing a feature.Evidence observed in agentscope-ai/agentscope, a General AI project.
Related friction appears in 2 independent repositories. This is stronger than one backlog item, but still requires direct user validation.
Project strength and demand confidence are measured separately.Reporter context: in my case, cli & pyqt & web, the react agent with python exec tool gives me the python code, i need to confirm the code, run it or refuse it or modify it. may work when run or modify the code, but if i refuse, the current agentscope doesnt work, because of no goto-like control of course, some condition check canbe…Excerpted from the public Issue. Read the complete thread before interpreting it.
Recruit: Recruit people who can show a recent, concrete example of the problem.
Guardrail: Measure behavior in the real workflow and keep a human review step for consequential actions.
For [owner], the agent takes or proposes [action] without enough [visibility, approval or control], creating [risk].
You can name one user, one situation and one measurable consequence without proposing a feature.Insert one approval, audit or pause point into a live workflow and measure delay versus prevented risk.
Owners can explain, approve and reverse the action without blocking low-risk work.Measure behavior in the real workflow and keep a human review step for consequential actions.Information has value only when it changes action. This page turns one public signal into a bounded validation exercise. It is a research aid, not proof of demand, investment advice or a product recommendation.